Dissanayake, Susantha, Manivel, Mukundan, Khan, Muhammad Yousaf, Sharma, Atul, Premarathna, Chanaka Prasad, Salehi, Hamid and Bradley, Michael (2026) Physics-regularised synthetic data generation for predictive maintenance of filtration systems: a hybrid framework for small experimental datasets. Chemical Engineering Science, 339 (Part D):125434. pp. 1-19. ISSN 1873-4405 (Print), 0009-2509 (Online) (doi:10.1016/j.ces.2026.125434 )